Spotted: Multiple screens displaying Taehyung's Coke Zero video ad... on an expressway in Thailand 🇹🇭 TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG X COKE ZERO #TaehyungxCocaCola #VxCocaColashow more

Taehyung’s Coca Cola Ad campaign at Seongsu Station TAEHYUNG... COCA COLA AMBASSADOR KIM TAEHYUNG X COKE ZERO #TaehyungxCocaCola #VxCocaCola cr EH_1230EHshow more

Insane close up shot of Taehyung’s GIANT Coca-Cola billboards... ad TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG X COKE ZERO #TaehyungxCocaCola #VxCocaCola cr borabtsborashow more

Look at this huge Taehyung x Coca-Cola Coke Zero... ad in Hong Kong 🇭🇰 TAEHYUNG COCA COLA AMBASSADOR #TaehyungxCocaCola #VxCocaColashow more

Taehyung x Coca-Cola video ad playing on this massive... screen in Seoul 🇰🇷 TAEHYUNG COCA COLA AMBASSADOR #TaehyungxCocaCola #VxCocaColashow more

Taehyung's Coca-Cola billboard ads are now spotted in Thailand... 🇹🇭 #TaehyungxCocaCola #VxCocaColashow more

코엑스 메가 미쳤다 코카콜라가 일을 너무 잘해서 도파민 폭발중🤩... TAEHYUNG X COKE ZERO #TaehyungxCocaCola #VxCocaColashow more

TAEHYUNG FOR COCA COLA TAIWAN 🐯: Hi everyone, I’m... V! I’m in charge of singing. 🐯: If you feel like your dream is stuck, or your mood is stuck, it’s Coke Time! Let’s drink Coca Cola! KIM TAEHYUNG X COCA COLA #VxCocaCola #TaehyungxCocaColashow more

台北信義區Bellavita附近 目前有泰泰可樂的廣告看板 大家經過可以去看看喔 TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG... X COKE #TaehyungxCocaCola #VxCocaColashow more

Taehyung mentioned in Youth over Flowers tvN travel show!... Yumi: Let’s buy one of these~ Seojoon: ah! Hello Taehyung! *Picked a cola for which Kim Intern is the model* TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG X COCACOLA #TaehyungxCocaCola #VxCocaColashow more

Little Taehyung Coca-Cola on screen! so cutee~🥤🐯 #TaehyungxCocaCola #VxCocaCola

예전 코카콜라 광고때 🐻 나 코카콜라 완전 좋아해. 알지... ? 뷔 코카콜라 모델 김태형 코카콜라 앰버서더 TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG X COCA COLA #TaehyungxCocaCola #BestCokeEvershow more

[Office Worker V known for his good work] *V... who is sincere towards Coca Cola* 🐯How can we make Coca-Cola taste even better and make it something everyone, regardless of age or gender, can enjoy? I’m preparing a presentation about it. 🐯Ah… this is my staff [Director] TAEHYUNG COCA COLA AMBASSADOR KIM TAEHYUNG X COCACOLA #TaehyungxCocaCola #VxCocaColashow more

Under the bright lights of Seoul World Cup Stadium,... during the Korea vs. Brazil football match, V lit up the screens again & again with his magnetic charisma in his Coke Zero AD! Kim Taehyung is a true global symbol~ Coca-Cola’s ambassador, Korea’s pride, & the world’s obsession.show more

🧸大家好我是V 我负责唱歌 🧸觉得梦想卡住 心情也卡住的时候 🧸就是要Coke Time 一起喝可口可乐吧 金泰亨你最可爱啦😫😫🥹🥹 KIM... TAEHYUNG X COKE ZERO #TaehyungxCocaCola #VxCocaColashow more

this Indian model who worked with taehyung on new... coca cola ad posted a reel sharing her experience 🥰❤️‍🔥 “Dreams do come True! From watching BTS on screen to working with them! In future working in their music video💜💜 I worked with BTS V, for the new Coca Cola commercial! I love Coca Cola and we shot in the scorching heat for hours, but it was so worth it!…”show more

🇹🇭🇰🇭 Fierce fighting broke out on the border between... Thailand and Cambodia, with the use of multiple rocket launchers and aircraft The clashes began after Thailand recalled its ambassador from Cambodia because a Thai soldier was blown up by a mine in disputed territory and lost a limb. The Cambodian Royal Army fired rockets at several Thai border towns. In response to the rocket strikes, the Thai Air Force attacked military targets in Cambodia. According to Reuters, at least two Thai soldiers were wounded and at least 11 civilians were killed. In the video, Cambodian military personnel are using Russian Grad multiple rocket launchers to fire on targets.show more

It's beautiful to hear Kim Taehyung's ability to transition... between low, medium, and high registers, alternating between different tones, vocal techniques, and dynamics, delivering all of this on stage with grace and technical control, expressiveness, interpretation, and style. Taehyung, who possesses the widest vocal range and tessitura in BTS, goes from a C3 (dense edge register/chest voice, in “Love me Again”) to an E5 (flageolet register/thin edge, in “My Universe”), without tension or excessive vocal effort. His voice exhibits the strength and range of both vocal categories (baritone ↔ tenor). Technically, what allows Taehyung to explore these vocal possibilities is his vocal range and tessitura. He is what we call a “BARITENOR”. A baritenor is a type of male voice that combines characteristics of a baritone and a tenor, possessing a vocal tessitura that transitions between the low register of a baritone and the high register of a tenor, but with a generally darker, fuller, and richer timbre than that of a typical tenor. #KimTaehyung #V #Taehyungshow more

Listen closely to this segment of BTS's performance at... the World Cup final show. When Kim Taehyung enters, his voice takes on a much greater spatial presence. It is as if his voice “takes over” the stadium. Although the vocalists share the melodic line, Taehyung's entry immediately alters the spatial perception of the performance. This week, alongside other vocal professionals, I was exploring the concept of “DOMINANT TIMBRE.” While not a formal technical term in vocal acoustics, it is frequently used to describe voices whose timbral identity naturally stands out within an ensemble. In terms of social perception — specifically in behavioral and communication studies — the term can also describe vocal tones that convey authority, power, or dominance. This perception can be explained by a combination of factors related to vocal projection, the harmonic spectrum, resonance, and acoustic presence. The result is a voice that seems to fill the stadium. V's voice possesses: • Greater vocal projection: the voice seems to “travel” effortlessly across the stadium. • More energy in the mid-high harmonics (singer's formant): this region of the spectrum allows a voice to stand out, even in a massive venue. • Highly efficient resonance: the vocal tract is configured so that the sound gains body and depth. • Greater “acoustic presence”: the voice seems to occupy more three-dimensional space, whereas other voices sound more localized. This explains why two people can sing the exact same pitch, at the same intensity (measured in dB), and the same melody, yet one of them seems “three times larger.” The brain interprets this voice as having more presence because it contains more acoustic information within the frequency ranges to which we are most sensitive. TAEHYUNG AT FIFA HALFTIME SHOW #Kimtaehyung #Taehyung #V #BTSVshow more

Introducing MLX-Swift-TS An SDK for running time series foundation... models fully on-device on Apple Silicon. When I joined Datadog, Inc. , I was introduced to Toto, our time series foundation model, and got excited about zero-shot forecasting across different domains. While building a health copilot app, I realized there wasn’t a simple way to run models like these locally on device. So I built one. MLX-Swift-TS exposes a common TimeSeriesForecaster interface for loading and running multiple time series architectures directly in Swift using MLX. No server required. The attached video shows on-device forecasting running inside a native Swift app. Huge thanks to Awni Hannun and the MLX team for building MLX and its Swift API, Prince Canuma for inspiration on MLX SDK patterns, and Ameet Talwalkar and the Datadog team for Toto.show more

NVIDIA says Codex post-trained Cosmos 3 Nano from 54.41%... to 93.35% accuracy in one day - with two prompts. The experiment used Toyota’s Woven Traffic Safety dataset: 8,000+ training and validation samples for four-choice video reasoning. Using NVIDIA TAO agent skills, Codex autonomously: Detected and patched missing video metadata Ran the zero-shot baseline Generated LoRA configurations Launched training and evaluation Ran an AutoML hyperparameter sweep Reported the best model One LoRA run reached 87.14% after roughly 30 minutes on eight A100 GPUs. A second prompt launched 43 parallel AutoML trials across multiple A100 nodes, reaching 93.35% after 19.5 hours. NVIDIA says LoRA required roughly seven times fewer GPU-hours than full-parameter training. Agent skills are becoming the interface through which general coding agents operate highly specialized ML infrastructure.show more